{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"bb45b02ad2c6","filters":{"venue":"KMOU Repository (Korea Maritime and Ocean University)"}},"results":[{"id":"W7020015329","doi":"","title":"IMO 2020 황산화물 규제에 대한 대응방안의 비용·편익분석을 통한 경제성 연구","year":2021,"lang":"en","type":"dissertation","venue":"KMOU Repository (Korea Maritime and Ocean University)","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Scope (computer science); Fuel oil; Control (management); Air quality index; Crude oil; Petroleum; Petroleum industry; Order (exchange); Sulfur","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.002670439977719589,"gpt":0.1644157858301562,"spread":0.1617453458524366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001920737,0.0008882602,0.0003244006,0.0009783002,0.001231679,0.003175131,0.001501287,0.003145611,0.04130505],"category_scores_gemma":[0.002242049,0.0003337805,0.0005838308,0.0006224995,0.0006262855,0.001522257,0.002174761,0.00216553,0.03757069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003479871,"about_ca_system_score_gemma":0.0112742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04332907,"about_ca_topic_score_gemma":0.05135668,"domain_scores_codex":[0.9981698,0.0001262199,0.00004863363,0.0001362661,0.001094987,0.0004240495],"domain_scores_gemma":[0.9989524,0.00003005904,0.00007547854,0.0000508376,0.0006317366,0.0002594866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001786724,0.0001576189,0.001305487,0.0003526689,0.00001158619,0.0001872908,0.0001203649,0.0005461554,0.003482621,0.02693036,0.9147296,0.05199767],"study_design_scores_gemma":[0.000008110364,0.00002406696,0.001486277,0.00004608993,0.000003279119,0.00002350633,0.00004193631,0.0001473587,0.0006290228,0.000540664,0.997041,0.000008551079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005563888,0.002585079,0.004347327,0.01003695,0.007624908,0.0006258014,0.01087229,0.002005042,0.9563387],"genre_scores_gemma":[0.04005916,0.002812465,0.01143399,0.01951587,0.001057641,0.0007710344,0.02588786,0.0007976657,0.8976642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04332907,"threshold_uncertainty_score":0.1381791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7016474617","doi":"","title":"셰일저류층에서의 시추 문제 분석을 통한 장거리 수평정 설계 개선 연구","year":2023,"lang":"ko","type":"dissertation","venue":"KMOU Repository (Korea Maritime and Ocean University)","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Borehole; Drilling; Oil shale; Measurement while drilling; Drilling fluid; Well control","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004675609502022664,"gpt":0.1791988830397809,"spread":0.1745232735377582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008458674,0.0004137243,0.0003183763,0.001099979,0.00129655,0.003908731,0.0005817713,0.0009921436,0.0169631],"category_scores_gemma":[0.001638284,0.0002832718,0.0003989456,0.0009988401,0.002329647,0.003730917,0.0007647583,0.0009056514,0.004194929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002093486,"about_ca_system_score_gemma":0.002879306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006937488,"about_ca_topic_score_gemma":0.005853689,"domain_scores_codex":[0.999243,0.0001176531,0.00004529371,0.0001832713,0.0003081597,0.0001026367],"domain_scores_gemma":[0.9988882,0.0002239112,0.0001444747,0.00006959755,0.0005603171,0.0001135318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002960427,0.0001788769,0.03218628,0.00158644,0.0001449874,0.001007028,0.003225771,0.01402126,0.02455478,0.5585962,0.03440301,0.3297992],"study_design_scores_gemma":[0.00008181015,0.0003683809,0.06267018,0.0005240688,0.000158356,0.001184677,0.007577222,0.0256235,0.0173133,0.3640858,0.5201728,0.0002398589],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1612329,0.01079586,0.08068199,0.01411769,0.001466468,0.0002060585,0.001281385,0.0006782764,0.7295394],"genre_scores_gemma":[0.8744676,0.005868826,0.01912317,0.001019335,0.0003800369,0.0001129825,0.000469801,0.0001259691,0.09843224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0169631,"threshold_uncertainty_score":0.0567472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7056320843","doi":"","title":"Electrical Muscle Stimulation 트레이닝이 성인 여성의 에너지 대사 및 신체조성에 미치는 영향","year":2022,"lang":"en","type":"dissertation","venue":"KMOU Repository (Korea Maritime and Ocean University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electrical muscle stimulation; Stimulation; Energy expenditure; Muscle strength; Athletes; Blood lactate; Muscle mass; Muscle contraction","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004739217904694422,"gpt":0.2063891925042672,"spread":0.2016499745995727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001099169,0.0002445663,0.0001847976,0.0001195313,0.0001273313,0.0001484521,0.0001605114,0.0002542868,0.01776969],"category_scores_gemma":[0.0001320416,0.00006098366,0.0001368811,0.00009869993,0.0002531993,0.00007797134,0.0001994005,0.0002710241,0.00160363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432898,"about_ca_system_score_gemma":0.0002187527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007869157,"about_ca_topic_score_gemma":0.00143007,"domain_scores_codex":[0.999934,0.00001269321,0.000009116146,0.00001374891,0.00001604325,0.00001447446],"domain_scores_gemma":[0.9999572,0.0000133567,0.000007321994,0.000003103475,0.00001058671,0.000008471673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009355514,0.002893634,0.02037408,0.002296893,0.0001525806,0.00163739,0.000168853,0.0004028652,0.5771128,0.0009098625,0.009706459,0.374989],"study_design_scores_gemma":[0.001539831,0.04216983,0.5391225,0.001031606,0.0003329053,0.005206519,0.0008543272,0.002698669,0.2984961,0.0009665274,0.1075061,0.00007514218],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457812,0.0103793,0.007009481,0.0009335547,0.001138294,0.0009350869,0.001164016,0.00018077,0.03247828],"genre_scores_gemma":[0.9218773,0.007435044,0.006227145,0.001127294,0.0003571896,0.0007600013,0.001013313,0.00002636184,0.06117644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01776969,"threshold_uncertainty_score":0.05944556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}